Skip to main content

A Hybrid Multi-Criteria Decision Support Model: Combining DANP with MDS

  • Conference paper
Book cover Multimedia and Ubiquitous Engineering

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 308))

  • 1922 Accesses

Abstract

Human beings encounter the problem of making decision in their daily life. However, most decision makers, when encounter the decision problems involving multi-criteria or diverse alternatives, they could not make correct decision due to lacking related decision-making information. Therefore, what is most concerned by the decision makers is how to pick out the most optimal decision-making evaluation factors and the best execution alternataive for a multi-criteria decision making (MCDM) problem. This study combined the merits of various decision-making analytic methods, namely, decision making trial and evaluation laboratory (DEMATEL), analytic network process (ANP) and Multidimensional Scaling (MDS), so as to propose a four-stage Hybrid Decision-Making Support Model (HDMSM) to assist the decision makers in making the best decision when they face a decision problem.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Belton, V.: Multiple Criteria Decision Analysis Practically the Only Way to Choose. Strathclyde Business School (1990)

    Google Scholar 

  2. Huang, J.J., Tzeng, G.H., Ong, C.S.: Multidimensional Data in Multidimensional Scaling Using the Analytic Network Process. Pattern Recognition Letters 26(6), 755–767 (2005)

    Article  MathSciNet  Google Scholar 

  3. Saaty, T.L.: Analytic Hierarchy Process, Encyclopedia of Biostatistics. John Wiley & Sons, Inc. (1980)

    Google Scholar 

  4. Torgerson, W.S.: Multidimensional Scaling: I. Theory and Method. Pstchometrika 17(4), 401–419 (1952)

    Article  MATH  MathSciNet  Google Scholar 

  5. Yoon, K., Hwang, C.L.: Manufacturing Plant Location Analysis by Multiple Attribute Decision Making: Part I-Single-Plant Strategy. International Journal of Production Research 23(2), 345–359 (1985)

    Article  MATH  Google Scholar 

  6. Simon, H.A.: The New Science of Management Decision. Englewood Cliffs (1977)

    Google Scholar 

  7. Opricovic, S., Tzeng, G.H.: Compromise Solution by MCDM Methods: A Comparative Analysis of VIKOR and TOPSIS. European Journal of Operational Research 156(2), 445–455 (2004)

    Article  MATH  Google Scholar 

  8. Hwang, C.L., Yoon, K.: Multiple Attribute Decision Making: Methods and Application. Springer (1981)

    Google Scholar 

  9. Buede, D.M., Maxwell, D.T.: Rank Disagreement: A Comparison of Multi-criteria Methodologies. Journal of Multi-Criteria Decision Analysis 4(1), 1–21 (1995)

    Article  MATH  Google Scholar 

  10. Saaty, T.L.: Decision Making for Leaders: The Analytical Hierarchy Process for Decisions in Complex World. RWS Publications (1988)

    Google Scholar 

  11. Keeney, R.L.: Value Focused Thinking. Harvard University Press (1992)

    Google Scholar 

  12. Saaty, T.L.: Decision Making with Dependence and Feedback: The Analytic Network Process. RWS Publications (1996)

    Google Scholar 

  13. Ehrgott, M., Klamroth, K., Schwehm, C.: An MCDM Approach to Portfolio Optimization. European Journal of Operational Research 155(3), 752–770 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  14. Shyur, H.J., Shih, H.S.: A Hybrid MCDM Model for Strategic Vendor Selection. Mathematical and Computer Modelling 44(7), 749–761 (2006)

    Article  MATH  Google Scholar 

  15. Büyüközkan, G., Çifçi, G.: A Novel Hybrid MCDM Approach Based on Fuzzy DEMATEL, Fuzzy ANP and Fuzzy TOPSIS to Evaluate Green Suppliers. Expert Systems with Applications 39(3), 3000–3011 (2012)

    Article  Google Scholar 

  16. Yang, Y.P., Shieh, H.M., Leu, J.D., Tzeng, G.H.: A Novel Hybrid MCDM Model Combined with DEMATEL and ANP with Applications. International Journal of Operations Research 5(3), 160–168 (2008)

    Google Scholar 

  17. Saaty, T.L.: Decision Making with Dependence and Feedback: The Analytic Network Process. RWS Publisher (2001)

    Google Scholar 

  18. Wu, W.: Choosing Knowledge Management Strategies by Using a Combined ANP and DEMATEL Approach. Expert Systems with Applications 35(3), 828–835 (2008)

    Article  Google Scholar 

  19. Yang, J.L., Tzeng, G.H.: An Integrated MCDM Technique Combined with DEMATEL for a Novel Cluster-Weighted with ANP Method 38(3), 1417–1424 (2011)

    Google Scholar 

  20. Fontela, E., Gabus, A.: Current Perceptions of the World Problematique. World Modeling- A Dialogue (1976)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chen-Shu Wang .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Wang, CS., Lin, SL. (2014). A Hybrid Multi-Criteria Decision Support Model: Combining DANP with MDS. In: Park, J., Chen, SC., Gil, JM., Yen, N. (eds) Multimedia and Ubiquitous Engineering. Lecture Notes in Electrical Engineering, vol 308. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-54900-7_38

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-54900-7_38

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-54899-4

  • Online ISBN: 978-3-642-54900-7

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics